Core Workflows
Visualizations and Sharing Insights
Build clearer chart outputs, refine visuals through follow-up requests, and share results with the right audience.
Visualizations and Sharing Insights
Use this guide to turn analysis into clear visuals and distribute the result quickly.
When to Use Visualizations
Visuals are most useful when you need to:
- Compare performance across lines, shifts, or plants
- Show trend direction over time
- Highlight outliers or recurring losses
- Summarize findings for leadership or cross-functional teams
For simple yes/no or single-value answers, text-only output may be faster.
How to Ask for Better Charts
Start with a specific request:
- Metric: what should be plotted
- Timeframe: exact period
- Breakdown: line, shift, SKU family, area, plant
- Visual intent: trend, rank, comparison, distribution
Examples:
- "Create a line chart of OEE by day for the last 30 days by line."
- "Show a ranked bar chart of downtime categories for Line 2 last week."
- "Compare reject rate by SKU family this month vs last month."
When Charts May Be Generated Automatically
DashboardGenius may generate a chart after analysis when:
- Your request explicitly asks for a chart or graph
- The response includes clear, fresh analytical results that benefit from visualization
If a chart does not appear, ask directly for the preferred chart type in your next message.
Revise a Chart Without Starting Over
If the first chart is close but not final, send a focused follow-up:
- "Keep this chart, but add data labels."
- "Same chart, filter to night shift only."
- "Keep the date range, switch to grouped bars by line."
- "Add a brief executive summary under the chart."
Short revision requests usually work better than a full rewrite.
Sharing Workflow
When an output is decision-ready:
- Confirm title and narrative are clear
- Share to the right recipients (team members and stakeholders)
- Add to a Team Space for discoverability
- Convert recurring questions to Scheduled Reports
This keeps insights reusable instead of buried in one thread.
Visualization Quality Checklist
Before sharing, verify:
- Labels match the correct categories
- Date range is explicit and correct
- Units are clear (percent, count, hours, dollars)
- Story is concise (what changed, where, so what)
- Next action is obvious
Common Problems and Fixes
Chart is visually clear but not decision-useful
Add one sentence of business meaning: "Line 4 drove most of the decline due to recurring changeover losses."
Too many series in one chart
Split into two visuals (for example: trend and rank) or filter scope.
Stakeholders get the chart but not the context
Include a short summary and one recommended action before sending.
Next Guide
Continue with Team Spaces and Collaboration.